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4241
Integrating Quantitative Analyses of Historical and Contemporary Apparel with Educational Applications
Published 2025-02-01“…The most informative of the shape and color indices of contemporary and historical clothing were selected using the RReliefF, FSRNCA, and SFCPP methods. The feature vectors were reduced using the latent variable and t-SNE methods. …”
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4242
Regulation of microtubule nucleation in glioblastoma cells by ARF GTPase-activating proteins GIT1 and GIT2 and protein kinase C
Published 2025-04-01“…To further investigate their role in microtubule modulation, we examined the function of GITs in microtubule nucleation and the involvement of protein kinase C (PKC) in this process. Methods Glioblastoma cell lines with depleted GIT protein levels were generated using shRNA lentiviral vectors. …”
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4243
DeepAT: A Deep Learning Wheat Phenotype Prediction Model Based on Genotype Data
Published 2024-11-01“…This method can predict wheat yield based on genotype data and has innovations in the following four aspects: (1) The data feature extraction layer of DeepAT can extract representative feature vectors from high-dimensional SNP data. By introducing the ReLU activation function, it enhances the model’s ability to express nonlinear features and accelerates the model’s convergence speed; (2) DeepAT can handle high-dimensional and complex genotype data while retaining as much useful information as possible; (3) The feature relationship capture layer of DeepAT effectively captures the complex relationships between features from low-dimensional features through a self-attention mechanism; (4) Compared to traditional RNN structures, the model training process is more efficient and stable. …”
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4244
Research on anti-occlusion tracking method for underground mine personnel based on adaptive link optimization
Published 2025-02-01“…After compression and fusion processing of the trajectory pair input vectors, a trajectory similarity score was output by the multilayer perceptron. …”
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4245
Conceptual and categorical apparatus of the state criminal and legal policy of countering cybercrimes
Published 2025-03-01“…Having analyzed the scientific achievements of previous years, we have come to an understanding of the concepts of «cybercrime», «cybercrime» through the prism of multi-vectority, using various approaches, including considering international and national legislation. …”
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4246
Investigating the effects of Gaussian noise on epileptic seizure detection: The role of spectral flatness, bandwidth, and entropy
Published 2025-04-01“…Feature vectors are generated for both original signals and signals with varying levels of injected Gaussian noise. …”
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4247
Spectral Clustering-Guided News Environments Perception for Fake News Detection
Published 2024-01-01“…We first leverage the graph theory-based spectral clustering approach to obtain the center-of-mass vectors and entropies to capture the complex associations and implicit evidences among the news on social media. …”
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4248
The Main Areas of Cooperation between Russia and Kazakhstan in the Framework of Eurasian Integration
Published 2015-03-01“…It is noted that Kazakhstan stands firmly behind its recess, but this process is accompanied by development of other «vectors» of foreign policy (particularly in China and the Asia-Pacific region, the West and the Islamic states). …”
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4249
Sustained and Efficient Delivery of Antivascular Endothelial Growth Factor by the Adeno-associated Virus for the Treatment of Corneal Neovascularization: An Outlook for Its Clinica...
Published 2024-01-01“…This review comprehensively examines the necessity, benefits, and risks of applying AAV vectors for anti-VEGF drug delivery in corneal vascularization, including its current progress and challenges in clinical translation.…”
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4250
FPGA Implementation for GMM-Based Speaker Identification
Published 2011-01-01“…These differences can be exploited by extracting feature vectors such as Mel-Frequency Cepstral Coefficients (MFCCs) from the speech signal. …”
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4251
Regional “sociology without sociologists” in the Middle Volga Region in the Soviet Period
Published 2022-12-01“…Burawoy to determine the vectors of evolution of Soviet and Russian regional sociology. …”
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4252
Enhancing credit card fraud detection: highly imbalanced data case
Published 2024-12-01“…The uniqueness of the proposed method is in forming a new dataset containing the Best-Matching Units of the trained SOM as vectors of attributes corresponding to the initial features. …”
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4253
Russian-Kazakhstan Relations: Problems and Prospects
Published 2018-04-01“…It is noted that Kazakhstan stands firmly behind its recess, but this process is accompanied by development of other “vectors” of foreign policy (particularly in China and the Asia-Pacific region, the West and the Islamic states). …”
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4254
Q-Gen: A Parameterized Quantum Circuit Generator
Published 2025-01-01“…In the full quantum computing workflow, most data processing remains in the classical domain except for running the quantum circuit in the quantum processor. …”
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4255
The impact of conversational AI on consumer decision-making: A systematic review and cluster analysis
Published 2025-06-01“…This study presents a comprehensive analysis of the influence of conversational artificial intelligence (AI)—a subset of AI that enables machines to simulate human-like conversations through natural language processing (NLP)—on consumer decision-making within the digital marketing landscape. …”
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4256
Evaluating solar power plant sites using integrated GIS and MCDM methods: a case study in Kermanshah Province
Published 2025-01-01“…It introduces a novel group weighting method, the Dempster-based Best-Worst Method (DBWM), which combines weights vectors derived from experts’ opinions. The study also conducts a comprehensive sensitivity analysis comparing four GIS-based models for SPPSS. …”
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4257
Three-Dimensional Trajectory Tracking Control for Stratospheric Airship Based on Deep Reinforcement Learning
Published 2025-01-01“…According to the discrete state and action space, a Markov decision process model for the three-dimensional trajectory tracking control problem was established. …”
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4258
Sylph: An Unsupervised APT Detection System Based on the Provenance Graph
Published 2025-07-01“…Sylph proposes a whole-process architecture from provenance graph collection to anomaly detection, starting from the system audit logs, and dividing subgraphs based on time slices of the provenance graph it transforms into to reduce memory overhead. …”
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4259
The Global Element Method for Three- Dimensional Potential Problems
Published 2025-01-01“…Conventional methods typically require discretizing the boundary into numerous local elements to approximate boundary functions, whereas the GEM adopts a novel strategy: it selects the largest possible portion of the boundary as the integration element, thereby avoiding the cumbersome discretization process. The core advantage of this method lies in the fact that the formation of the influence matrix depends solely on the normal and position vectors, eliminating the need for explicit interpolation approximation of boundary quantities or numerical integration, making it a true boundary node method. …”
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4260
Architectural Gaps in Generative AI: Quantifying Cognitive Risks for Safety Applications
Published 2025-06-01“…<b>Background</b>: The rapid integration of generative AIs, such as ChatGPT, into industrial, process, and construction management introduces both operational advantages and emerging cognitive risks. …”
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